(ArXiv25) Vision Matters: Simple Visual Perturbations Can Boost Multimodal Math Reasoning
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Sep 30, 2025 - Python
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math-reasoning
Here are 8 public repositories matching this topic...
Solving Inequality Proofs with Large Language Models.
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Dec 15, 2025 - Python
An official implementation of "SPARK: Synergistic Policy And Reward Co-Evolving Framework"
self-improvement multi-modal large-language-models vision-language-model reward-model large-vision-language-models self-rewarding math-reasoning
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Oct 23, 2025 - Python
STaR × S1 math pipeline on Qwen2.5-1.5B. LoRA, strict Final: format, ~20–30% acc (OpenR1-Math split).
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Sep 6, 2025 - Python
Small-scale Implementation and Extension of “The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning” (NeurIPS '25)
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Oct 23, 2025 - Python
Transforming weak prompts into reasoning machines using Textual Gradients and AdalFlow. Runs on Colab.
transformers pytorch google-colab large-language-models llm prompt-engineering chain-of-thought generative-ai gsm8k prompt-optimization textual-gradients automated-prompt-engineering math-reasoning llm-autodiff adalflow
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Dec 31, 2025 - Python
NDA-safe excerpts of math & economics modeling tasks for LLM reasoning evaluation and numerical verification.
python monte-carlo root-finding numerical-methods model-validation economic-modeling quantitative-research llm-evaluation math-reasoning
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Dec 23, 2025 - Python
Comprehensive framework for mathematical reasoning research with dual research capabilities
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Dec 21, 2025 - Python
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